Revision #2 Authors: Daniel Kane, Shachar Lovett, Sankeerth Rao

Accepted on: 28th March 2017 02:00

Downloads: 742

Keywords:

Maximally recoverable codes are codes designed for distributed storage which combine quick recovery from single node failure and optimal recovery from catastrophic failure. Gopalan et al [SODA 2017] studied the alphabet size needed for such codes in

grid topologies and gave a combinatorial characterization for it.

Consider a labeling of the edges of the complete bipartite graph $K_{n,n}$ with labels coming from $F_2^d$ , that satisfies the following condition: for any simple cycle, the sum of the labels over its edges is nonzero. The minimal d where this is possible controls the alphabet size needed for maximally recoverable codes in $n×n$ grid topologies.

Prior to the current work, it was known that d is between $(\log n)^2$ and $n\logn$. We improve both bounds and show that d is linear in n. The upper bound is a recursive construction which beats the random construction. The lower bound follows by first relating the problem to the independence number of the Birkhoff polytope graph, and then providing tight bounds for it using the representation theory of the symmetric group.

Revision #1 Authors: Daniel Kane, Shachar Lovett, Sankeerth Rao

Accepted on: 28th March 2017 01:55

Downloads: 393

Keywords:

Maximally recoverable codes are codes designed for distributed storage which combine quick recovery from single node failure and optimal recovery from catastrophic failure. Gopalan et al [SODA 2017] studied the alphabet size needed for such codes in

grid topologies and gave a combinatorial characterization for it.

Consider a labeling of the edges of the complete bipartite graph $K_{n,n}$ with labels

coming from $F_2^d$ , that satisfies the following condition: for any simple cycle, the sum

of the labels over its edges is nonzero. The minimal d where this is possible controls

the alphabet size needed for maximally recoverable codes in $n×n$ grid topologies.

Prior to the current work, it was known that d is between $(log n)^2$ and $nlogn$. We

improve both bounds and show that d is linear in n. The upper bound is a recursive

construction which beats the random construction. The lower bound follows by first

relating the problem to the independence number of the Birkhoff polytope graph, and

then providing tight bounds for it using the representation theory of the symmetric

group.

TR17-033 Authors: Daniel Kane, Shachar Lovett, Sankeerth Rao

Publication: 19th February 2017 20:38

Downloads: 497

Keywords:

Assume that the edges of the complete bipartite graph $K_{n,n}$ are labeled with elements of $\mathbb{F}_2^d$, such that the sum over

any simple cycle is nonzero. What is the smallest possible value of $d$? This problem was raised by Gopalan et al. [SODA 2017] as it characterizes the alphabet size needed for maximally recoverable codes in grid topologies.

We show that the answer is that $d$ is linear in $n$. The upper bound is an explicit construction which improves upon the random construction. The lower bound is more technical, and relies on the study of independent sets in certain Cayley graphs of the permutation group.